Jing Yu | DeepAI

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Hao Liu
150 publications
Ce Zhang
133 publications
Zhen Li
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Zhaoran Wang
121 publications
Gao Huang
92 publications
Qi Wu
87 publications
Wei Peng
70 publications
Tianyu Liu
68 publications
Yue Hu
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Yunhai Tong
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Yujing Wang
38 publications

∙ 08/27/2023

Towards Fast and Accurate Image-Text Retrieval with Self-Supervised Fine-Grained Alignment

Image-text retrieval requires the system to bridge the heterogenous gap ...

0 Jiamin Zhuang, et al. ∙

∙ 08/26/2023

A Comprehensive Survey for Evaluation Methodologies of AI-Generated Music

In recent years, AI-generated music has made significant progress, with ...

0 Zeyu Xiong, et al. ∙

∙ 02/20/2023

Achieving Hierarchy-Free Approximation for Bilevel Programs With Equilibrium Constraints

In this paper, we develop an approximation scheme for solving bilevel pr...

0 Jiayang Li, et al. ∙

∙ 12/16/2022

Convolution-enhanced Evolving Attention Networks

Attention-based neural networks, such as Transformers, have become ubiqu...

0 Yujing Wang, et al. ∙

∙ 09/15/2022

Differentiable Bilevel Programming for Stackelberg Congestion Games

A Stackelberg congestion game (SCG) is a bilevel program in which a lead...

0 Jiayang Li, et al. ∙

∙ 03/17/2022

MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering

Knowledge-based visual question answering requires the ability of associ...

0 Yang Ding, et al. ∙

∙ 02/13/2022

ET-BERT: A Contextualized Datagram Representation with Pre-training Transformers for Encrypted Traffic Classification

Encrypted traffic classification requires discriminative and robust traf...

4 Xinjie Lin, et al. ∙

∙ 07/04/2021

Coarse-to-Careful: Seeking Semantic-related Knowledge for Open-domain Commonsense Question Answering

It is prevalent to utilize external knowledge to help machine answer que...

10 Luxi Xing, et al. ∙

∙ 03/08/2021

MCR-Net: A Multi-Step Co-Interactive Relation Network for Unanswerable Questions on Machine Reading Comprehension

Question answering systems usually use keyword searches to retrieve pote...

9 Wei Peng, et al. ∙

∙ 03/07/2021

Syntax-BERT: Improving Pre-trained Transformers with Syntax Trees

Pre-trained language models like BERT achieve superior performances in v...

0 Jiangang Bai, et al. ∙

∙ 10/26/2020

End-to-End Learning and Intervention in Games

In a social system, the self-interest of agents can be detrimental to th...

0 Jiayang Li, et al. ∙

∙ 10/20/2020

Bi-directional Cognitive Thinking Network for Machine Reading Comprehension

We propose a novel Bi-directional Cognitive Knowledge Framework (BCKF) f...

12 Wei Peng, et al. ∙

∙ 09/16/2020

CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation

Scene graphs are semantic abstraction of images that encourage visual un...

0 Jing Yu, et al. ∙

∙ 09/02/2020

DARWIN: A Highly Flexible Platform for Imaging Research in Radiology

To conduct a radiomics or deep learning research experiment, the radiolo...

16 Lufan Chang, et al. ∙

∙ 08/31/2020

Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering

Knowledge-based Visual Question Answering (KVQA) requires external knowl...

0 Jing Yu, et al. ∙

∙ 08/11/2020

KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue

Visual dialogue is a challenging task that needs to extract implicit inf...

0 Xiaoze Jiang, et al. ∙

∙ 07/07/2020

DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue

Visual Dialogue task requires an agent to be engaged in a conversation w...

0 Xiaoze Jiang, et al. ∙

∙ 06/16/2020

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering

Fact-based Visual Question Answering (FVQA) requires external knowledge ...

0 Zihao Zhu, et al. ∙

∙ 06/16/2020

Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based VisualQuestion Answering

Fact-based Visual Question Answering (FVQA) requires external knowledge ...

0 Zihao Zhu, et al. ∙

∙ 12/13/2019

Solving Optimal Experimental Design with Sequential Quadratic Programming and Chebyshev Interpolation

We propose an optimization algorithm to compute the optimal sensor locat...

0 Jing Yu, et al. ∙

∙ 11/17/2019

DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue

Different from Visual Question Answering task that requires to answer on...

0 Xiaoze Jiang, et al. ∙

∙ 10/24/2019

Resilience for Landslide Geohazards and Promoting Strategies in the Three Gorges Reservoir Area

Recently, resilience is increasingly used as a concept for understanding...

0 Yuanyue Huang, et al. ∙

∙ 12/23/2018

Multi-modal Learning with Prior Visual Relation Reasoning

Visual relation reasoning is a central component in recent cross-modal a...

16 Zhuoqian Yang, et al. ∙

∙ 11/17/2018

Edge-Based Blur Kernel Estimation Using Sparse Representation and Self-Similarity

Blind image deconvolution is the problem of recovering the latent image ...

0 Jing Yu, et al. ∙

∙ 11/07/2018

Approximability of the Eight-vertex Model

We initiate a study of the classification of approximation complexity of...

0 Jin-Yi Cai, et al. ∙

∙ 10/31/2018

Semantic Modeling of Textual Relationships in Cross-Modal Retrieval

Feature modeling of different modalities is a basic problem in current r...

0 Jing Yu, et al. ∙

∙ 10/31/2018

Textual Relationship Modeling for Cross-Modal Information Retrieval

Feature representation of different modalities is the main focus of curr...

0 Jing Yu, et al. ∙

∙ 02/03/2018

Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval

Cross-modal information retrieval aims to find heterogeneous data of var...

0 Jing Yu, et al. ∙

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